Search Results for author: Samuel W. F. Earp

Found 5 papers, 0 papers with code

LOTR: Face Landmark Localization Using Localization Transformer

no code implementations21 Sep 2021 Ukrit Watchareeruetai, Benjaphan Sommana, Sanjana Jain, Pavit Noinongyao, Ankush Ganguly, Aubin Samacoits, Samuel W. F. Earp, Nakarin Sritrakool

The proposed framework is a direct coordinate regression approach leveraging a Transformer network to better utilize the spatial information in the feature map.

Face Alignment Face Recognition

An Introduction to Variational Inference

no code implementations30 Aug 2021 Ankush Ganguly, Samuel W. F. Earp

In this paper, we introduce the concept of Variational Inference (VI), a popular method in machine learning that uses optimization techniques to estimate complex probability densities.

Generative Adversarial Network Variational Inference

Sub-pixel face landmarks using heatmaps and a bag of tricks

no code implementations4 Mar 2021 Samuel W. F. Earp, Aubin Samacoits, Sanjana Jain, Pavit Noinongyao, Siwa Boonpunmongkol

We also show that it is possible to reduce the upscaling complexity by using a mixture of deconvolution and pixel-shuffle layers without impeding localization performance.

Face Alignment Face Recognition +1

Face Detection with Feature Pyramids and Landmarks

no code implementations2 Dec 2019 Samuel W. F. Earp, Pavit Noinongyao, Justin A. Cairns, Ankush Ganguly

Accurate face detection and facial landmark localization are crucial to any face recognition system.

Face Alignment Face Detection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.